Kno v0.1: the measurement loop is complete
Baseline, value, select, export, and report ship, validate is next. The default agent is free, the budget guard is real, and the holdout stays sealed.
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The holdout number is the one you may put in a slide
Why Kno seals a holdout at baseline, reports intervals instead of point estimates, and flags small samples as underpowered instead of dressing them up as answers.